Run
1831964

Run 1831964

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 07-10-2016 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(2)Moa implementation of AccuracyWeightedEnsemble
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_f10
moa.WEKAClassifier(2)_lweka.classifiers.trees.REPTree -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
moa.WEKAClassifier(2)_w0
moa.WEKAClassifier(2)_i1000
moa.WEKAClassifier(2)_f0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.9686
Per class
Confusion matrix
F measure
0.7732
Per class
Kappa
0.7508
KB relative information score
706011.5923
Mean absolute error
0.0786
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7791
Per class
Predictive accuracy
0.7758
Prior entropy
3.3219
Recall
0.7758
Per class
Relative absolute error
0.4367
Root mean prior squared error
0.3
Root mean squared error
0.1801
Root relative squared error
0.6005